{"id":"https://openalex.org/W1964697245","doi":"https://doi.org/10.1145/2393347.2393431","title":"Scalable mining of small visual objects","display_name":"Scalable mining of small visual objects","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W1964697245","doi":"https://doi.org/10.1145/2393347.2393431","mag":"1964697245"},"language":"en","primary_location":{"id":"doi:10.1145/2393347.2393431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393347.2393431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045480545","display_name":"Pierre Letessier","orcid":"https://orcid.org/0000-0002-3761-8141"},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210125774","display_name":"Institut National de l'Audiovisuel","ror":"https://ror.org/02zwkwz55","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210125774"]},{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["FR","IT"],"is_corresponding":true,"raw_author_name":"Pierre Letessier","raw_affiliation_strings":["INA, Bry sur Marne, France","INA - Institut National de l'Audiovisuel (4 avenue de l'Europe, 94366 Bry-sur-Marne Cedex - France)","ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)"],"affiliations":[{"raw_affiliation_string":"INA, Bry sur Marne, France","institution_ids":["https://openalex.org/I4210125774"]},{"raw_affiliation_string":"INA - Institut National de l'Audiovisuel (4 avenue de l'Europe, 94366 Bry-sur-Marne Cedex - France)","institution_ids":["https://openalex.org/I4210125774"]},{"raw_affiliation_string":"ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210163794","https://openalex.org/I4210101743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033855284","display_name":"Olivier Buisson","orcid":null},"institutions":[{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210125774","display_name":"Institut National de l'Audiovisuel","ror":"https://ror.org/02zwkwz55","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210125774"]},{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Olivier Buisson","raw_affiliation_strings":["INA, Bry sur Marne, France","ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)"],"affiliations":[{"raw_affiliation_string":"INA, Bry sur Marne, France","institution_ids":["https://openalex.org/I4210125774"]},{"raw_affiliation_string":"ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210163794","https://openalex.org/I4210101743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015501462","display_name":"Alexis Joly","orcid":"https://orcid.org/0000-0002-2161-9940"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210125774","display_name":"Institut National de l'Audiovisuel","ror":"https://ror.org/02zwkwz55","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210125774"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexis Joly","raw_affiliation_strings":["INRIA, Montpellier, France","INA - Institut National de l'Audiovisuel (4 avenue de l'Europe, 94366 Bry-sur-Marne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"INRIA, Montpellier, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INA - Institut National de l'Audiovisuel (4 avenue de l'Europe, 94366 Bry-sur-Marne Cedex - France)","institution_ids":["https://openalex.org/I4210125774"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045480545"],"corresponding_institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210101743","https://openalex.org/I4210125774","https://openalex.org/I4210163794"],"apc_list":null,"apc_paid":null,"fwci":2.7771,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.91167882,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"599","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8030565977096558},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7536032199859619},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7471274733543396},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5033933520317078},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.47599470615386963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4754338264465332},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.44849610328674316},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.44785550236701965},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4201139509677887},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41524291038513184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3405192494392395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3290749788284302},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.25184208154678345},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12600046396255493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11611133813858032},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.09008133411407471}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8030565977096558},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7536032199859619},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7471274733543396},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5033933520317078},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.47599470615386963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4754338264465332},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.44849610328674316},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.44785550236701965},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4201139509677887},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41524291038513184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3405192494392395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3290749788284302},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25184208154678345},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12600046396255493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11611133813858032},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.09008133411407471},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2393347.2393431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393347.2393431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00739735v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-00739735","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.acmmm12.org/","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1556531089","https://openalex.org/W1969241115","https://openalex.org/W2001287648","https://openalex.org/W2003813371","https://openalex.org/W2020636921","https://openalex.org/W2023991840","https://openalex.org/W2031039904","https://openalex.org/W2085261163","https://openalex.org/W2100398441","https://openalex.org/W2124386111","https://openalex.org/W2142040641","https://openalex.org/W2144127483","https://openalex.org/W2148809531","https://openalex.org/W2154461338","https://openalex.org/W2156775977","https://openalex.org/W2162006472","https://openalex.org/W2164488048","https://openalex.org/W2171448996"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3123087812","https://openalex.org/W2063076820"],"abstract_inverted_index":{"This":[0,84,130],"paper":[1,162],"presents":[2],"a":[3,70,79,95,100,114,156,172,190],"scalable":[4],"method":[5],"for":[6,43,86],"automatically":[7],"discovering":[8,32],"frequent":[9],"visual":[10,108,122],"objects":[11,185],"in":[12,94,150,160,189],"large":[13,191],"multimedia":[14],"collections":[15],"even":[16],"if":[17],"their":[18],"size":[19],"is":[20,56],"very":[21],"small.":[22],"It":[23],"first":[24,119],"formally":[25],"revisits":[26],"the":[27,58,121,127,140,176],"problem":[28],"of":[29,40,89,175,178],"mining":[30],"or":[31],"such":[33],"objects,":[34],"and":[35,51,99,124,144],"then":[36,112,125],"generalizes":[37],"two":[38],"kinds":[39],"existing":[41],"methods":[42,64],"probing":[44],"candidate":[45],"object":[46],"seeds:":[47],"weighted":[48,80],"adaptive":[49,81],"sampling":[50,82],"hashing-based":[52,63,169],"methods.":[53],"The":[54],"idea":[55],"that":[57,165],"collision":[59],"frequencies":[60],"obtained":[61],"with":[62,102],"can":[65],"actually":[66],"be":[67],"converted":[68],"into":[69,139],"prior":[71,170],"probability":[72],"density":[73],"function":[74],"given":[75],"as":[76,149],"input":[77],"to":[78,134,182],"algorithm.":[83],"allows":[85,132,171],"an":[87],"evaluation":[88],"any":[90],"hashing":[91,116,141],"scheme":[92],"effectiveness":[93],"more":[96],"generalized":[97],"way,":[98],"comparison":[101],"other":[103],"priors,":[104],"e.g.":[105],"guided":[106],"by":[107],"saliency":[109],"concerns.":[110],"We":[111],"introduce":[113],"new":[115,157,168],"strategy,":[117],"working":[118],"at":[120,126],"level,":[123],"geometric":[128,137],"level.":[129],"strategy":[131],"us":[133],"integrate":[135],"weak":[136],"constraints":[138,148],"phase":[142],"itself":[143],"not":[145],"only":[146],"neighborhood":[147],"previous":[151],"works.":[152],"Experiments":[153],"conducted":[154],"on":[155],"dataset":[158],"introduced":[159],"this":[161,167],"will":[163],"show":[164],"using":[166],"drastic":[173],"reduction":[174],"number":[177],"tentative":[179],"probes":[180],"required":[181],"discover":[183],"small":[184],"instantiated":[186],"several":[187],"times":[188],"dataset.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}